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Administration & Architecture
Explore discussions on Databricks administration, deployment strategies, and architectural best practices. Connect with administrators and architects to optimize your Databricks environment for performance, scalability, and security.
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Forum Posts

niklas
by Contributor
  • 5138 Views
  • 2 replies
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Resolved! How can I set the data access for each SQL warehouse individually?

As far as the official documentation from Microsoft says and I understood it correctly, each SQL warehouse uses the same service principal for data access. But I want to control the access to the data (Azure Data Lake Storage) for each SQL warehouse ...

  • 5138 Views
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youssefmrini
Databricks Employee
  • 3 kudos

It can be done but it's very tricky. You should create a service principal to whom you will grant permission over some tables then you can generate a token using the SP to access only this data.

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Mett
by New Contributor II
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How to move from an embedded spark inside a spring boot microservices to azure databricks?

Hi, My question will be more about the architecture solutions and potential implementation of these solutions.The project :Multiple microservices each one deployed on a Tomcat and each Tomcat is running in one of the tree VM existing in Azure.Each mi...

infra execJob target architecture
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-werners-
Esteemed Contributor III
  • 0 kudos

My main question is why you use spark in the first place, but that is another discussion.If you want to use databricks, you will have to launch a spark job in one way or another on the databricks cluster with spark-submit or by using the jobs api.How...

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db_db
by New Contributor
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  • 8575 Views
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Anonymous
Not applicable
  • 2 kudos

Hi @janaki jagadeesh​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answ...

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JH
by New Contributor II
  • 3195 Views
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Resolved! Does CVE-2020-13949 (vulnerability) affect the data plane and its security patch is included in Databricks 10.4 LTS?

Here is the previous discussion. https://community.databricks.com/s/question/0D58Y0000ACcIv2SQF/does-thrift-only-exist-in-databrick-control-planeI have the following questions.Does CVE-2020-13949 affect the data plane or not?Do you know from which ve...

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Anonymous
Not applicable
  • 0 kudos

Hi @Jimin Hsieh​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so w...

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JH
by New Contributor II
  • 8706 Views
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Is CVE-2023-22946 managed by databricks?

Hi Databricks,We want to understand a vulnerability issue - CVE-2023-22946.does this CVE affect Azure databricks users? Does it affect data plane? Is it managed by databricks? Should end users do anything to mitigate it if this issue is a shared res...

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Teja07
by New Contributor II
  • 2641 Views
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Number of DBU's utilized in Azure

We would like to know the number of DBU's utilized cluster level/workspace level which was hosted in Azure. We were able to see the amount spend but not able to see the DBU's. If we get any idea of no.of DBU's it would help us to think of reserved DB...

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karthik_p
Esteemed Contributor
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@Mani Teja G​ we don't have screen like aws for azure, but in azure you can monitor everything in cost management --> cost analysis and select tags as Databricks

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Kit
by New Contributor III
  • 1736 Views
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How can I set up a DBU usage alert

Hi,I would like to set up a DBU usage alert, such that I will get an email notification when the DBU usage of last X hour exceeds the budget.How can I do that?Thanks,Kit

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User16752242622
Valued Contributor
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Hello @Kit Yam Tse​ You can download and analyse usage logs to monitor the DBUs.Check this out: https://docs.databricks.com/administration-guide/account-settings-e2/usage.htmlwe also have usage analysis dashboard notebook:https://docs.databricks.com/...

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DataDNA
by New Contributor III
  • 10078 Views
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Resolved! AWS Databricks Pay-as-you-Go

Hi Team,We are currently using AWS cloud service for our AI/ML Project. We wanted to use Databricks based GPU service for model training purposes. We do not find a Pay-as-you-go option in marketplace for this purposes.Can someone help me on this !Tha...

  • 10078 Views
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-werners-
Esteemed Contributor III
  • 0 kudos

https://databricks.com/product/aws-pricingI guess you try to roll out something else?

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Dunken
by New Contributor III
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Resolved! Databricks and DDD

Our architecture is according to Domain Driven Design. The data is therefore distributed among different domains.We would like to run workloads on top of our data but we would like to avoid to have a dedicated (duplicated) data lake just for Databric...

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-werners-
Esteemed Contributor III
  • 4 kudos

So basically you do not want to persist data outside of your source systems.I think the so called 'Kappa architecture' could be a fit, where everything is treated like a stream.Hubert already mentioned Kafka, which is an excellent source to build thi...

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William_Scardua
by Valued Contributor
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Resolved! GDPR/LGPD Compliance

How do you work to compliance the GDPR/LGPD, in special to people data ?have any suggestion ?

  • 3589 Views
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Latest Reply
-werners-
Esteemed Contributor III
  • 5 kudos

there is identifying PII data and handling/storing PII data.Identifying can be done with Purview, Macie, other tools. Those are not free ofc, so if your env is pretty big it can be interesting. Otherwise, you could also do manual checks.For storin...

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